The past tense of keep eagle eye on is kept eagle eye on.
The third-person singular simple present indicative form of keep eagle eye on is keeps eagle eye on.
The present participle of keep eagle eye on is keeping eagle eye on.
The past participle of keep eagle eye on is kept eagle eye on.